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Modern coding patterns for clean, maintainable code - use before implementing complex logic; includes orchestration, pure functions, function decomposition, vertical slice, composition, DI, SOLID,...
Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing subagent systems, or selecting middleware...
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures
Intelligent document audit system for syntax and semantic verification, legal or technical document compliance review using LLM (exclusive .docx support).
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aiwコマンドを活用して複数AIエンジンによる並列実装・評価・採用を行うスペシャリスト。複雑な実装で複数アプローチを比較したい時、AIエンジン間の品質比較、高信頼性が求められる実装に使用。
CI/CD pipeline, GitHub Actions, automated deployment, release management, production shipping, and software delivery.
Use when working with error debugging multi agent review
Use when working with error debugging multi agent review
Use when working with error debugging multi agent review
Use when working with error debugging multi agent review
Use when working with performance testing review multi agent review
Use when working with performance testing review multi agent review
Use when working with performance testing review multi agent review
Use when working with performance testing review multi agent review
Cancel any active OMD mode (autopilot, ralph, ultrawork, ecomode, ultraqa, swarm, ultrapilot, pipeline)